Journal of Atmospheric Pollution
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Journal of Atmospheric Pollution. 2026, 11(1), 1-10
DOI: 10.12691/jap-11-1-1
Open AccessArticle

A Quantitative Analysis of the Contribution of Crop Residue Burning to the Air Quality in Lahore, Pakistan

Derk Bakker1, and Hadia Pervaiz1

1Department of Environmental Sciences, Forman Christian College (A Chartered University), Lahore54600, Pakistan

Pub. Date: April 08, 2026

Cite this paper:
Derk Bakker and Hadia Pervaiz. A Quantitative Analysis of the Contribution of Crop Residue Burning to the Air Quality in Lahore, Pakistan. Journal of Atmospheric Pollution. 2026; 11(1):1-10. doi: 10.12691/jap-11-1-1

Abstract

Air pollution is a significant problem in Lahore, Pakistan. The reasons for this are a combination of geographic, climatic and anthropogenic factors. A smog episode in November 2024, which was blamed for a large part on rice crop residue burning (CRB) in Punjab provided an incentive to analyse the contribution of emissions from CRB to the overall air quality in the urban area of Lahore. The air pollution simulation model HYSPLIT was used with a focus on real emission PM2.5 sources, and pollutant concentrations rather than trajectories. The meteorological and atmospheric conditions were obtained from two sources: GDAS and METAR of the international airport. The pollution sources were CRB fires obtained from satellite information and the mobile sources in Lahore. Satellite detected fires were found to be underestimated compared to actual observations using Google Earth. GDAS weather information did not reflect the local conditions well. Using both GDAS and METAR weather information showed that PM2.5 from CRB contributed very little to the air pollution in Lahore, however only METAR information resulted in PM2.5 emissions similar to those measured in the city. This study indicates that the focus of the government of Punjab should be on reducing emissions from urban rather than rural areas.

Keywords:
Air pollution HYSPLIT stubble burning local weather urban emissions Lahore Pakistan

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References:

[1]  FAO. (2020). Remote sensing for space-time mapping of smog in Punjab and identification of the underlying causes using geographic information system (R-SMOG). Islamabad.
 
[2]  Khanum, F., Chaudhry, M. N., Skouteris, G., Saroj, D., and Kumar, P. (2021). Chemical composition and source characterization of PM10 in urban areas of Lahore, Pakistan. Indoor and Built Environment, 30(7), 924–937.
 
[3]  IQ Air. (2023). 2023 IQAir Air quality report.
 
[4]  Burnett, R. T., Arden Pope, C., Ezzati, M., Olives, C., Lim, S. S., Mehta, S., Shin, H. H., Singh, G., Hubbell, B., Brauer, M., Ross Anderson, H., Smith, K. R., Balmes, J. R., Bruce, N. G., Kan, H., Laden, F., Prüss-Ustün, A., Turner, M. C., Gapstur, S. M., and Cohen, A. (2014). An integrated risk function for estimating the global burden of disease attributable to ambient fine particulate matter exposure. Environmental Health Perspectives, 122(4), 397-403.
 
[5]  WHO. (2016). Ambient air pollution. A global assessment of exposure and burden of disease (Vol. 17).
 
[6]  Balakrishnan, K., Dey, S., Gupta, T., Dhaliwal, R. S., Brauer, M., Cohen, A. J., Stanaway, J. D., Beig, G., Joshi, T. K., Aggarwal, A. N., Sabde, Y., Sadhu, H., Frostad, J., Causey, K., Godwin, W., Shukla, D. K., Kumar, G. A., Varghese, C. M., Muraleedharan, P., and Dandona, L. (2019). The impact of air pollution on deaths, disease burden, and life expectancy across the states of India: the Global Burden of Disease Study 2017. The Lancet Planetary Health, 3(1), e26–e39.
 
[7]  Majeed, R., Anjum, M. S., Imad-ud-din, M., Malik, S., Anwar, M. N., Anwar, B., and Khokhar, M. F. (2023). Solving the mysteries of Lahore smog: the fifth season in the country. Frontiers in Sustainable Cities, 5.
 
[8]  Balwinder-Singh, McDonald, A. J., Srivastava, A. K., and Gerard, B. (2019). Trade offs between groundwater conservation and air pollution from agricultural fires in northwest India. Nature Sustainability, 2(7), 580–583.
 
[9]  Liu, T., Mickley, L. J., Gautam, R., Singh, M. K., DeFries, R. S., and Marlier, M. E. (2021). Detection of delay in post-monsoon agricultural burning across Punjab, India: Potential drivers and consequences for air quality. Environmental Research Letters, 16(1).
 
[10]  Ojha, N., Sharma, A., Kumar, M., Girach, I., Ansari, T. U., Sharma, S. K., Singh, N., Pozzer, A., and Gunthe, S. S. (2020). On the widespread enhancement in fine particulate matter across the Indo-Gangetic Plain towards winter. Scientific Reports, 10(1).
 
[11]  Ilyas, H., and Nissar, H. (2023). Sectoral Emissions Inventory of Lahore. The Urban Unit, Egerton Road, Lahore Pakistan.
 
[12]  Alam, K., Mukhtar, A., Shahid, I., Blashchke, T., Majid, H., Rahman, S., Khan, R., and Rahman, N. (2014) Source Apportionment and Characterization of Particulate Matter (PM10) in Urban Environment of Lahore. Aerosol and Air Quality Research, 14.
 
[13]  World Bank. (2025). A breath of change. Solutions for cleaner air in the Indo-Gangetic Plains and Himalayan Foothills. Eds.: MP Heger, M. Cros, and A. Pople.
 
[14]  Zafar, Q., Zafar, S., and Holben, B. (2018). Seasonal assessment and classification of aerosols transported to Lahore using AERONET and MODIS deep blue retrievals. International Journal of Climatology, 38(2), 1022-1040.
 
[15]  Propakistani. (n.d.). Farmers getting fined for burning stubble. Retrieved September 11, 2025, from https:// propakistani.pk/ 2025/05/24/farmers-to-pay-massive-fine-for-stubble-burning/.
 
[16]  Jaime, D. F., and Mangones, S. C. (2025). Benefits of transportation strategies to reduce on-road traffic pollution emissions: Evidence from Bogota, Colombia. Case Studies on Transport Policy, 21(June), 101527.
 
[17]  Mirzoyan, N., Ott, I., and Castro, J. R. (2025). Diesel bans and urban air quality: A causal study of NO2 emissions in Germany using synthetic control. Sustainable Futures, 10, 101143.
 
[18]  Windy. (2025). Windy.com weather information. https:// www.windy.com/?40.774,76.478,4,i:pressure,p:metars Accessed April 20254.
 
[19]  METAR (2025) METAR Information. https://metar-taf.com/history/OPLA. Accessed April 2025.
 
[20]  FIRMS (2025) Global fire location assessment. https:// firms.modaps.eosdis.nasa.gov/map/ Accessed April 2025.
 
[21]  Voiland, A. (2025). Is Fire Activity Declining in Northwestern India ? The Smoky Legacy of the Green Revo.
 
[22]  Kim Oanh, N. T., Ly, B. T., Tipayarom, D., Manandhar, B. R., Prapat, P., Simpson, C. D., and Sally Liu, L. J. (2011). Characterization of particulate matter emission from open burning of rice straw. Atmospheric Environment, 45(2), 493–502.
 
[23]  Junpen, A., Pansuk, J., Kamnoet, O., Cheewaphongphan, P., and Garivait, S. (2018). Emission of air pollutants from rice residue open burning in Thailand, 2018. Atmosphere, 9(11).
 
[24]  Dung, T. Van, Thu, T. A., Long, V. Van, and Da, C. T. (2022). Decomposition of rice straw residues and the emission of CO2, CH4 under paddy rice and crop rotation in the Vietnamese Mekong Delta region – A microcosm study. Plant, Soil and Environment, 68(1), 29–35.
 
[25]  Hong Phuong, P. T., Nghiem, T. D., Mai Thao, P. T., and Nguyen, T. D. (2022). Emission factors of selected air pollutants from rice straw open burning in the Mekong Delta of Vietnam. Atmospheric Pollution Research, 13(3).
 
[26]  USDA (2025) Rice productivity data. (https:// ipad.fas.usda.gov/ countrysummary/Default.aspx?id=PK&crop=Rice. Accessed April 2025.
 
[27]  Pakistan Bureau of Statistics. (2024). Punjab Agriculture Statistics 2024 Punjab Agriculture.
 
[28]  Van Hung, N., Maguyon-Detras, M. C., Migo, M. V., Quilloy, R., Balingbing, C., Chivenge, P., and Gummert, M. (2019). Rice Straw Overview: Availability, Properties, and Management Practices. In Sustainable Rice Straw Management (pp. 1–13). Springer International Publishing.
 
[29]  ATO (2025). Asian Transport Observatory: Lahore – Urban Transport - State of play. https:// asiantransportobservatory.org/ analytical-outputs/urban-state-of-play-presentations/lahore-urbantransportstateofplay/. Accessed: April 2025.
 
[30]  Huang, H., Zhang, J., Hu, H., Kong, S., Qi, S., and Liu, X. (2022). On-road emissions of fine particles and associated chemical components from motor vehicles in Wuhan, China. Environmental Research, 210, 112900.
 
[31]  Almec. (2012). The Project for Lahore Urban Transport Master Plan in the Islamic Republic of Pakistan.
 
[32]  Numbeo (2025) Information about distances travelled. https://www.numbeo.com/traffic/in/Lahore. Accessed April 2025.
 
[33]  Wang, J., Che, C., and Wang, Y. (2024). Emission characterisation of motorcycles and the potential of co-benefits from selected development scenarios in the urban ecosystem of Hanoi, Vietnam Emission characterisation of motorcycles and the potential of co-benefits from selected development sce. IOP Conference Series: Earth and Environmental Science.
 
[34]  Ma, C., Zhuang, T., Zhang, Z., Wang, J., Yang, F., Qiao, C., and Lu, M. (2018). Tailpipe emission characteristics of PM2.5 from selected on-road China III and China IV diesel vehicles. Aerosol Science and Technology, 52(7), 799–808.
 
[35]  Draxler, R. R., Spring, S., Maryland, U. S. A., and Hess, G. D. (1998). An Overview of the HYSPLIT_4 Modelling System for Trajectories, Dispersion, and Deposition. In Australian Meteorological Magazine (Vol. 47).
 
[36]  Anfossi, D., and Physick, W. (2005). Lagrangian Particle Models. In Air Quality Modeling: Theories, Methodologies, Computational Techniques, & Available Databases & Software: Vol. II. http://www.awma.org/.
 
[37]  Schnelle, K. B. (2003). Atmospheric Diffusion Modeling (R. A. B. T.-E. of P. S. and T. (Third E. Meyers, Ed.; pp. 679–705). Academic Press.
 
[38]  Chen, M., Yuan, W., Cao, C., Buehler, C., Gentner, D. R., and Lee, X. (2022). Development and Performance Evaluation of a Low-Cost Portable PM2.5 Monitor for Mobile Deployment. Sensors, 22(7).
 
[39]  Datta, A., Saha, A., Zamora, M. L., Buehler, C., Hao, L., Xiong, F., Gentner, D. R., and Koehler, K. (2020). Statistical field calibration of a low-cost PM2.5 monitoring network in Baltimore. Atmospheric Environment, 242.
 
[40]  Tariq, S., Ul-Haq, Z., Mahmood, K., and Rana, A. D. (2018b). Spatio-temporal distributions and trends of aerosol parameters over Pakistan using remote sensing. Applied Ecology and Environmental Research, 16(3), 2615-2637.
 
[41]  Bilal, M., Mhawish, A., Nichol, J. E., Qiu, Z., Nazeer, M., Ali, M. A., de Leeuw, G., Levy, R. C., Wang, Y., Chen, Y., Wang, L., Shi, Y., Bleiweiss, M. P., Mazhar, U., Atique, L., and Ke, S. (2021). Air pollution scenario over Pakistan: Characterization and ranking of extremely polluted cities using long-term concentrations of aerosols and trace gases. Remote Sensing of Environment, 264.
 
[42]  Mangaraj, P., Matsumi, Y., Nakayama, T., Biswal, A., Yamaji, K., Araki, H., Yasutomi, N., Takigawa, M., Patra, P. K., Hayashida, S., Sharma, A., Dimri, A. P., Dhaka, S. K., Bhatti, M. S., Kajino, M., Mor, S., Khaiwal, R., Bhardwaj, S., Vazhathara, V. J., … Mor, S. (2025b). Weak coupling of observed surface PM2.5 in Delhi-NCR with rice crop residue burning in Punjab and Haryana. Npj Climate and Atmospheric Science, 8(1).
 
[43]  Tóth, A., and Ferenczi, Z. (2025). Impact of Real-Time Boundary Conditions from the CAMS Database on CHIMERE Model Predictions. Air, 3(3), 19.
 
[44]  Punjab Government. (2025). Punjab Government’s Effective Measures Against Smog and Air Pollution Continue. https:// www.punjab.gov.pk/index.php/node/6358.
 
[45]  Poole, M. L., Turner, N. C., and Young, J. M. (2002). Sustainable cropping systems for high rainfall areas of southwestern Australia. Agricultural Water Management, 53(1–3), 201–211.